[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 15
May 7, 2019

Paper Group ANR 15

Annotation Methodologies for Vision and Language Dataset Creation. An Operator Theoretic Approach to Nonparametric Mixture Models. Non-flat Ground Detection Based on A Local Descriptor. Small ensembles of kriging models for optimization. Grammatical Case Based IS-A Relation Extraction with Boosting for Polish. The Challenge of Non-Technical Loss De …

Paper Group ANR 150

Paper Group ANR 150

May 7, 2019

To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction. Low-rank tensor completion: a Riemannian manifold preconditioning approach. Gambler’s Ruin Bandit Problem. Image-level Classification in Hyperspectral Images using Feature Descriptors, with Application to Face Recognition. How Useful is Region-based Classification of Remote …
Paper Group ANR 151

Paper Group ANR 151

May 7, 2019

Latest Datasets and Technologies Presented in the Workshop on Grasping and Manipulation Datasets. Partial Recovery Bounds for the Sparse Stochastic Block Model. Image segmentation of cross-country scenes captured in IR spectrum. Which techniques does your application use?: An information extraction framework for scientific articles. Noisy Activatio …
Paper Group ANR 152

Paper Group ANR 152

May 7, 2019

High-Resolution Semantic Labeling with Convolutional Neural Networks. Dense CNN Learning with Equivalent Mappings. Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change. A Focused Dynamic Attention Model for Visual Question Answering. Exploiting Temporal Information for DCNN-based Fine-Grained Object Classifica …
Paper Group ANR 153

Paper Group ANR 153

May 7, 2019

Revealing the Hidden Patterns of News Photos: Analysis of Millions of News Photos Using GDELT and Deep Learning-based Vision APIs. Sample Complexity of Automated Mechanism Design. On the performance of different mutation operators of a subpopulation-based genetic algorithm for multi-robot task allocation problems. Polynomial-time Tensor Decompositi …
Paper Group ANR 154

Paper Group ANR 154

May 7, 2019

Evidential Label Propagation Algorithm for Graphs. SHAPE: Linear-Time Camera Pose Estimation With Quadratic Error-Decay. Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series. Towards Semantic Integration of Heterogeneous Sensor Data with Indigenous Knowledge for Droug …
Paper Group ANR 155

Paper Group ANR 155

May 7, 2019

A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation. Method to Assess the Temporal Persistence of Potential Biometric Features: Application to Oculomotor, and Gait-Related Databases. Neither Quick Nor Proper – Evaluation of QuickProp for Learning Deep Neural Networks. Optical Flow with Semantic Segmentation and Localized Layers. …
Paper Group ANR 156

Paper Group ANR 156

May 7, 2019

Analysis of a Design Pattern for Teaching with Features and Labels. Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data. Learning Joint Feature Adaptation for Zero-Shot Recognition. A Theoretical Analysis of Deep Neural Networks for Texture Classification. Coordination Event Detection and Initiator Identi …
Paper Group ANR 16

Paper Group ANR 16

May 7, 2019

Using Social Dynamics to Make Individual Predictions: Variational Inference with a Stochastic Kinetic Model. Delta Networks for Optimized Recurrent Network Computation. Variational Inference via $χ$-Upper Bound Minimization. Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation. Learning to Translate for Multilingual Question Answ …
Paper Group ANR 17

Paper Group ANR 17

May 7, 2019

Importance Sampling with Unequal Support. Empath: Understanding Topic Signals in Large-Scale Text. Information Theoretic-Learning Auto-Encoder. Discovering Latent States for Model Learning: Applying Sensorimotor Contingencies Theory and Predictive Processing to Model Context. Using Recurrent Neural Networks to Optimize Dynamical Decoupling for Quan …
Paper Group ANR 18

Paper Group ANR 18

May 7, 2019

From Facial Expression Recognition to Interpersonal Relation Prediction. Node-By-Node Greedy Deep Learning for Interpretable Features. SenTion: A framework for Sensing Facial Expressions. An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection. Cardiac Motion Analysis by Temporal Flow Graphs. Facial Expres …
Paper Group ANR 19

Paper Group ANR 19

May 7, 2019

Design Mining Microbial Fuel Cell Cascades. Why Artificial Intelligence Needs a Task Theory — And What It Might Look Like. Minimax-optimal semi-supervised regression on unknown manifolds. Generating Chinese Classical Poems with RNN Encoder-Decoder. Higher Order Mutual Information Approximation for Feature Selection. Automatic Environmental Sound …
Paper Group ANR 2

Paper Group ANR 2

May 7, 2019

Why and When Can Deep – but Not Shallow – Networks Avoid the Curse of Dimensionality: a Review. Voice Conversion using Convolutional Neural Networks. Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization. Computational Tradeoffs in Biological Neural Networks: Self-Stabilizing Winner-Take-All Networks. Extendin …
Paper Group ANR 20

Paper Group ANR 20

May 7, 2019

A new selection strategy for selective cluster ensemble based on Diversity and Independency. Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs. Tighter bounds lead to improved classifiers. Fuzzy Sets Across the Natural Language Generation Pipeline. Ischemic Stroke Identification Based on EEG and EOG using 1D …
Paper Group ANR 21

Paper Group ANR 21

May 7, 2019

Correlated signal inference by free energy exploration. Natural Scene Character Recognition Using Robust PCA and Sparse Representation. Understanding data augmentation for classification: when to warp?. A note on the expected minimum error probability in equientropic channels. Measurement Bounds for Sparse Signal Reconstruction with Multiple Side I …
Paper Group ANR 22

Paper Group ANR 22

May 7, 2019

Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition. Two Discourse Driven Language Models for Semantics. Matrix Product State for Higher-Order Tensor Compression and Classification. X575: writing rengas with web services. Denoising based on wavelets and deblurring via self-organizing map for Synthetic Aperture Radar ima …
Paper Group ANR 23

Paper Group ANR 23

May 7, 2019

Sentiment Analysis in Scholarly Book Reviews. Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation. Algorithmic Songwriting with ALYSIA. On Horizontal and Vertical Separation in Hierarchical Text Classification. A universal tradeoff between power, precision and speed in physical communication. Infant directed speech is co …
Paper Group ANR 24

Paper Group ANR 24

May 7, 2019

Semi-Supervised Phone Classification using Deep Neural Networks and Stochastic Graph-Based Entropic Regularization. Toward Interpretable Topic Discovery via Anchored Correlation Explanation. Recycle deep features for better object detection. Deep vs. shallow networks : An approximation theory perspective. Preorder-Based Triangle: A Modified Version …
Paper Group ANR 25

Paper Group ANR 25

May 7, 2019

XCSP3: An Integrated Format for Benchmarking Combinatorial Constrained Problems. Semi-supervised and Unsupervised Methods for Categorizing Posts in Web Discussion Forums. Bootstrapping Face Detection with Hard Negative Examples. End-to-End Data Visualization by Metric Learning and Coordinate Transformation. Tree Space Prototypes: Another Look at Ma …
Paper Group ANR 26

Paper Group ANR 26

May 7, 2019

Tracking System to Automate Data Collection of Microscopic Pedestrian Traffic Flow. A propagation matting method based on the Local Sampling and KNN Classification with adaptive feature space. Joint Sensing Matrix and Sparsifying Dictionary Optimization for Tensor Compressive Sensing. Machine Learning in Falls Prediction; A cognition-based predicto …
Paper Group ANR 27

Paper Group ANR 27

May 7, 2019

Generalizing the Kelly strategy. Ten Steps of EM Suffice for Mixtures of Two Gaussians. Shaping the Future through Innovations: From Medical Imaging to Precision Medicine. An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments. On Restri …
Paper Group ANR 28

Paper Group ANR 28

May 7, 2019

Character-based Neural Machine Translation. Machine-based Multimodal Pain Assessment Tool for Infants: A Review. Knowledge Representation on the Web revisited: Tools for Prototype Based Ontologies. KGEval: Estimating Accuracy of Automatically Constructed Knowledge Graphs. On Context-Dependent Clustering of Bandits. Dopamine modulation of prefrontal …
Paper Group ANR 29

Paper Group ANR 29

May 7, 2019

Stream-based Online Active Learning in a Contextual Multi-Armed Bandit Framework. Best-Buddies Tracking. Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation. Short-term time series prediction using Hilbert space embeddings of autoregressive processes. Distributed Representations for Biological Sequence …
Paper Group ANR 3

Paper Group ANR 3

May 7, 2019

Fast and Efficient Asynchronous Neural Computation with Adapting Spiking Neural Networks. Stream Reasoning-Based Control of Caching Strategies in CCN Routers. First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate. Federated Learning: Strategies for Improving Communication Efficiency. Online Multi-Target Tracking …
Paper Group ANR 30

Paper Group ANR 30

May 7, 2019

Deep Architectures for Face Attributes. The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version. Co-Occurrence Patterns in the Voynich Manuscript. Divide and Conquer Local Average Regression. Using inspiration from synaptic plasticity rules to optimize traffic flow in distributed e …
Paper Group ANR 31

Paper Group ANR 31

May 7, 2019

A Comprehensive Analysis of Deep Learning Based Representation for Face Recognition. Extending the Harper Identity to Iterated Belief Change. Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering. Testing $k$-Monotonicity. Gaussian process modeling in approximate Bayesian computation to estimate horizontal …
Paper Group ANR 32

Paper Group ANR 32

May 7, 2019

Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm. Interactive Storytelling over Document Collections. Low-dose CT denoising with convolutional neural network. Attribute Recognition from Adaptive Parts. Modeling of Item-Difficulty for Ontology-based MCQs. Point-wise mutual information-ba …
Paper Group ANR 33

Paper Group ANR 33

May 7, 2019

Stochastic Frank-Wolfe Methods for Nonconvex Optimization. Improving Weakly-Supervised Object Localization By Micro-Annotation. Using Natural Language Processing to Screen Patients with Active Heart Failure: An Exploration for Hospital-wide Surveillance. Machine Learning Techniques for Stackelberg Security Games: a Survey. Sub-pixel accuracy edge f …